About the role
Analyze and define operational design domains for autonomous driving data management.
- •As part of our mission to scale end-to-end embodied AI for autonomous driving, we are building a world-class Data Management team focused on unlocking high-quality, targeted data acquisition that drives model performance and predictability.
- •Key Responsibilities Analyze and define the operational design domain (ODD) for each target market or region, including geography, infrastructure, weather, road types, traffic density, and local driving behaviors.
- •Build and maintain a taxonomy of behavioral competencies required to safely operate in each ODD.
- •Develop a framework to compute and prioritize permutations of ODD parameters and behavioral competencies to optimize data collection, scenario coverage, and scaling efficiency.
- •Requirements 7+ years experience in systems engineering, automotive data analysis, data science, or a related field.
- •Experience analyzing or defining ODDs in the context of AV/ADAS technologies is a strong plus.
- •Familiarity with traffic regulations and human driving behaviors across multiple geographies.
Tech stack
PythonNumPyPandasDatabricksAWS
Match insights
Tech:Python, NumPy, Pandas, Databricks, AWS
Level:Senior